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Annotating image and video data for machine learning is a substantial challenge for all AI companies, but for startups it can be a significant bar to development. Accurate, quality image annotation requires a large investment of time and resources, potentially detracting from the core mission of companies at a precarious

The COVID-19 pandemic has had a dramatic effect on the airline industry. The International Air Transport Association reported that the industry suffered an US$84 billion loss in revenue for 2020. Across the globe airports are experiencing an unprecedented decline in passenger numbers as governments restrict travel and impose strict

Precise, scalable data annotation is helping drive forward development in AI across many industries. In the interior design and furniture business, computer vision based AI applications are already having a significant impact on the way consumers shop and buy. Furniture products have been slower to shift to online shopping. This

Commercial banks have long been leaders in the implementation of AI, with early adoption of machine learning practices helping them to refine trading strategies and assess risk. Now retail banking is one of the industries at the forefront of incorporating computer vision based AI models into their businesses. However, viability

Keymakr is supporting innovative machine learning projects by providing diverse, high-quality image and video datasets. One of these collaborations is with Mellow, a machine learning platform for small and midsize businesses. We talked to Mellow Co-Founders Nathan Collins and Ankur Patel to find out more about their project. Answers have

Maritime trade is an extremely competitive and low-margin business. Despite this ever increasing global demand for shipping services means that there are significant potential advantages to be gained from improving efficiency, reliability, and safety in shipping and port operations. Computer vision based AI systems are now playing a part in